diff --git "a/reg_cat/Brazilian_houses.csv" "b/reg_cat/Brazilian_houses.csv"
--- "a/reg_cat/Brazilian_houses.csv"
+++ "b/reg_cat/Brazilian_houses.csv"
@@ -1,10693 +1,10693 @@
-,city,area,rooms,bathroom,parking_spaces,animal,furniture,hoa_(BRL),rent_amount_(BRL),property_tax_(BRL),fire_insurance_(BRL),total_(BRL)
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-1977,0,100,4,2,3,0,1,1027,2600,238,35,8.268988209506656
-1978,3,220,3,3,2,0,0,2500,9000,367,116,9.3910773406399
-1979,4,42,1,1,0,0,1,400,1150,27,15,7.373374309910049
-1980,3,98,3,2,0,0,1,891,3000,185,39,8.32263709695394
-1981,3,150,3,1,2,0,1,3290,5200,710,68,9.134430777875833
-1982,4,170,3,3,4,0,1,0,3500,222,53,8.236420527265391
-1983,4,60,2,1,0,0,1,1,1610,0,25,7.400620577371135
-1984,4,120,3,4,2,0,1,187,3450,149,52,8.252967195000798
-1985,4,142,2,3,2,0,1,1400,3550,492,45,8.610319169405722
-1986,2,90,2,2,1,1,1,500,2500,84,37,8.046229101075378
-1987,4,140,3,3,2,0,1,2400,6000,500,77,9.102532419341877
-1988,3,26,1,1,0,0,1,325,1200,26,16,7.357556200910353
-1989,4,20,1,1,0,1,1,0,790,0,11,6.687108607866515
-1990,2,24,1,1,1,1,1,0,550,0,9,6.327936783729195
-1991,3,140,3,2,0,0,1,350,2900,194,38,8.155649270366002
-1992,0,134,4,2,3,1,1,650,3000,313,40,8.295049140435111
-1993,4,400,5,4,2,0,1,2675,2000,832,26,8.618666160346871
-1994,3,18,1,1,0,0,1,628,650,49,9,7.198183577101943
-1995,3,62,1,1,1,0,1,1550,2800,182,37,8.42726848388825
-1996,4,192,3,3,3,0,0,1790,6500,630,83,9.105424202026622
-1997,4,80,3,2,1,0,1,850,1790,128,23,7.934513463882263
-1998,2,38,1,1,1,0,1,350,2900,42,43,8.112527763478637
-1999,0,112,2,3,2,0,1,442,1400,92,19,7.577633832602728
-2000,3,15,1,1,0,1,1,500,1100,0,15,7.38770923908104
-2001,4,29,1,1,0,0,1,257,1043,0,14,7.181591944611865
-2002,0,55,2,1,1,0,1,200,1050,0,14,7.142827401161621
-2003,4,88,3,1,2,0,1,1900,2500,84,32,8.415603335654604
-2004,4,100,4,1,0,0,1,0,1600,100,25,7.453561871643373
-2005,0,92,3,2,1,0,1,268,1800,141,24,7.711548979629146
-2006,3,154,4,2,2,0,1,1850,4250,313,55,8.774776816043985
-2007,4,240,4,3,3,0,1,2850,12000,700,153,9.661479683575521
-2008,2,28,1,1,0,0,0,0,1340,4,20,7.21890970761906
-2009,4,50,1,1,0,1,1,0,1250,34,19,7.1731917424865985
-2010,4,180,3,3,2,0,1,2100,8000,413,102,9.27058845232154
-2011,4,35,1,1,0,1,1,150,850,0,11,6.919683849847411
-2012,3,64,2,1,1,0,1,0,3500,0,46,8.173857454773621
-2013,4,60,2,1,1,0,1,550,1310,5,17,7.5406215286571525
-2014,4,239,4,4,3,0,0,0,5950,500,90,8.785845337961213
-2015,4,130,3,2,1,1,0,1100,2300,109,30,8.17188200612782
-2016,1,85,2,2,0,1,1,810,918,98,12,7.516977224604321
-2017,3,75,2,2,1,0,0,650,2000,310,26,8.00202481821611
-2018,4,90,2,2,1,0,1,0,1800,0,28,7.511524648390866
-2019,0,100,3,1,1,0,1,300,1500,85,20,7.552762084214147
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